Devoto, Alessio

4 publications

ICLR 2026 Universal Properties of Activation Sparsity in Modern Large Language Models Filip Szatkowski, Patryk Będkowski, Alessio Devoto, Jan Dubiński, Pasquale Minervini, Mikołaj Piórczyński, Simone Scardapane, Bartosz Wójcik

AAAI 2025 Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane

ICLRW 2025 Q-Filters: Leveraging Query-Key Geometry for Efficient Key-Value Cache Compression Nathan Godey, Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini, Éric Villemonte de la Clergerie, Benoît Sagot

NeurIPSW 2024 Analysing the Residual Stream of Language Models Under Knowledge Conflicts Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini